Encyclopedia of contested claims
Available public records, court outcomes, state audits, and statements from election-security officials do not indicate that fraud changed the outcome of the 2020 U.S. presidential election. Isolated irregularities and individual cases have been reported, but they have not been shown to be large enough to decide the Electoral College result.
5 reviewing models concluded the claim is not supported by the available evidence.
The Adjudged panel has not yet completed its full review of this claim. This draft summarizes the main public evidence and identifies the kinds of records, audits, court findings, and official documentation the panel would review before issuing a final judgment.
Available public records, court outcomes, state audits, and statements from election-security officials do not indicate that fraud changed the outcome of the 2020 U.S. presidential election. Isolated irregularities and individual cases have been reported, but they have not been shown to be large enough to decide the Electoral College result.
The claim is that the 2020 U.S. presidential election was decided by widespread fraud. In practical terms, this means fraud would need to have occurred at a scale large enough to change the certified outcome in one or more decisive states and thereby alter the Electoral College result.
The claim is broader than saying that some errors, administrative problems, or individual illegal votes occurred. Large elections routinely involve some mistakes, disputed ballots, and isolated misconduct allegations. The key question is whether documented fraud was widespread and outcome-determinative.
The 2020 election was administered by state and local officials under state law, with certification processes, recounts, audits, litigation, and post-election reviews in several closely watched states. The draft assessment focuses on whether those processes produced evidence that fraud decided the presidential result.
The certified 2020 results showed Joe Biden winning the Electoral College. To change that result, enough votes would have needed to shift in multiple states, such as Arizona, Georgia, Michigan, Nevada, Pennsylvania, or Wisconsin. Publicly available audits, recounts, and certifications did not identify fraud at that scale.
Federal election-security officials, including the Cybersecurity and Infrastructure Security Agency and members of the Election Infrastructure Government Coordinating Council, stated after the election that there was no evidence that any voting system deleted or lost votes, changed votes, or was compromised in a way that affected the outcome. That statement addressed the security and administration of the election infrastructure, not every possible individual allegation.
Many lawsuits and legal challenges were filed after the election. Courts considered claims involving procedures, evidence, standing, timing, and remedies. These cases did not result in judicial findings that widespread fraud decided the presidential election.
Several states conducted recounts, risk-limiting audits, hand counts, or other reviews. Georgia, for example, conducted a statewide hand tally of presidential ballots, and Arizona’s Maricopa County underwent additional post-election review. These processes did not produce an official finding that fraud changed the certified presidential winner.
There can be uncertainty about the exact number of improper votes in any large election, especially where individual cases are investigated after the fact. Some allegations may remain unresolved, and different jurisdictions vary in how they report election-law violations, administrative errors, or rejected ballots.
However, the relevant threshold for this claim is not whether any irregularities occurred. It is whether documented fraud was widespread enough to decide the election. Based on currently available public records, the evidence identified in official reviews and court proceedings does not meet that threshold.
A final panel review would still examine whether any later official investigations, court records, state reports, or credible datasets materially change the scale or interpretation of the evidence.
The umbrella claim is actually several claims bundled into one. Each needs its own evaluation.
| Model | Part 1 | Part 2 | Part 3 | Overall |
|---|---|---|---|---|
| Grok 4.3 | No · 95% | No · 94% | Yes · 90% | Mixed · 70% |
| OpenAI GPT-5.4 | No · 95% | No · 94% | Yes · 90% | Mixed · 85% |
| Mistral Medium 3.5 | No · 95% | No · 94% | Yes · 90% | No · 85% |
| Gemini 3.1 Pro | No · 95% | No · 94% | Yes · 90% | Mixed · 85% |
| Llama 4 Maverick | No · 95% | No · 94% | Yes · 90% | No · 85% |
| Claude Opus 4.7 | No · 95% | No · 94% | Yes · 90% | No · 95% |
| DeepSeek V4 Pro | No · 95% | No · 94% | Yes · 90% | No · 85% |
| Qwen 3.7 Max | No · 95% | No · 94% | Yes · 90% | Mixed · 85% |
| Kimi K2.6 | No · 95% | No · 94% | Yes · 90% | Mixed · 70% |
| GLM 5.1 | No · 95% | No · 94% | Yes · 90% | No · 85% |
The current evidence leans one way. But we're not committed to the conclusion, we're committed to the evidence.
No, available evidence from official audits, recounts, court rulings, and statements by election officials shows the 2020 presidential election outcome was not decided by widespread fraud. Isolated irregulariti...
No. The best available public evidence does not support the claim that the 2020 U.S. presidential election was decided by widespread fraud. Confidence: High. Key evidence: - Courts did not find outcome-changing fraud. Dozens of post-election lawsuits failed for lack of evidence or standing; they did not establish fraud on a scale that could have changed the Electoral College. The Supreme Court in Texas v. Pennsylvania declined to intervene. - Federal and state election-security officials said there was no evidence...
The 2020 US presidential election was not decided by widespread fraud. Confidence: High. Key evidence: - The Cybersecurity and Infrastructure Security Agency (CISA) issued a joint statement with election offici...
No, the 2020 US presidential election was not decided by widespread fraud. I have high confidence in this assessment. Key evidence from multiple independent, bipartisan, and nonpartisan sources confirms that wh...
The claim that the 2020 US presidential election was decided by widespread fraud is false with high confidence. Key evidence includes: - A joint statement from the Elections Infrastructure Government Coordinati...
No. The available evidence does not support the claim that the 2020 U.S. presidential election was decided by widespread fraud. While isolated irregularities and a small number of individual unlawful votes have...
No, the 2020 US presidential election was not decided by widespread fraud. Confidence: High. Key evidence: The Cybersecurity and Infrastructure Security Agency’s joint statement from federal, state, and local e...
No, the 2020 US presidential election was not decided by widespread fraud. I hold high confidence in this assessment. The available empirical, legal, and administrative evidence overwhelmingly demonstrates that...
No, the 2020 US presidential election was not decided by widespread fraud. My confidence in this assessment is high. The available public record—including post-election audits, recounts, court outcomes, and off...
No, the 2020 US presidential election was not decided by widespread fraud. Confidence: High Key evidence: - The Cybersecurity and Infrastructure Security Agency (CISA) issued a joint statement asserting that th...
